publications
publications by categories in reversed chronological order. generated by jekyll-scholar.
2025
Conference Articles
- CSCW
CORE A / CCF B Towards Bare-Hand Interaction for Whiteboard Collaboration in Virtual RealityIn The 28th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW’25), Oct 2025 - IJCAI
CORE A* / CCF A Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal PatternIn The 34th International Joint Conference on Artificial Intelligence (IJCAI’25), Aug 2025 - ICME
CORE A / CCF B Mitigating Object Hallucination in Large Vision-Language Models via Visual Attention Direct Preference OptimizationIn 2025 IEEE International Conference on Multimedia and Expo (ICME’25), Jun 2025 - CVPR
CORE A* / CCF A Pose-Guided Temporal Enhancement for Robust Low-Resolution Hand ReconstructionIn The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR’25), Jun 2025 - INFOCOM
CORE A* / CCF A Network CoPilot: Intent-Driven Network Configuration Updating for Service GuaranteeIn IEEE Conference on Computer Communications (INFOCOM’25), May 2025 - DASFAA
CORE B / CCF B From Static to Dynamic: GNN-Driven Clinical Decision-Making AssistanceIn The 30th International Conference on Database Systems for Advanced Applications (DASFAA’25), May 2025 - INFOCOM-WKSP
CORE A* / CCF A A Blockchain-Based Trust Model for Multi-Platoon Networks: Reliable Data Sharing and Consensus via Edge-Cloud SystemsIn IEEE Conference on Computer Communications (INFOCOM’25), May 2025 - NAACL
CORE A / CCF B Evaluating and Mitigating Object Hallucination in Large Vision-Language Models: Can They Still See Removed Objects?In 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL’25), Apr 2025 - ICASSP
CORE B / CCF B QoKV: Comprehending and Surpassing the Hurdles of KV Cache QuantizationIn 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP’25), Apr 2025 - ICASSP
CORE B / CCF B Spy Inside: Scalable Verification of Dependable Transformers for Event Time Series SystemsIn 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP’25), Apr 2025 - WSDM
CORE A / CCF B Robustness Verification of Deep Graph Neural Networks Tightened by Linear ApproximationIn The 18th International Conference on Web Search and Data Mining (WSDM’25), Mar 2025 - EuroSys
CORE A / CCF A Atlas: Towards Real-Time Verification in Large-Scale Networks via a Native Distributed ArchitectureIn The European Conference on Computer Systems (EuroSys’25), Mar 2025 - AAAI
CORE A* / CCF A ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual DataIn The 39th Annual AAAI Conference on Artificial Intelligence (AAAI’25), Feb 2025
Journal Articles
- TITS
一区 / Q1 / CCF B Trust Model Based Consensus Optimization for Vehicle Platooning Networks: A Novel Deep Reinforcement Learning Approach with GenAIIEEE Transactions on Intelligent Transportation Systems, Apr 2025Accepted. - TACO
三区 / Q2 / CCF A DeepZoning: Re-accelerate CNN Inference with Zoning Graph for Heterogeneous Edge ClusterACM Transactions on Architecture and Code Optimization, Mar 2025Online Oct. 28, 2024. - ComMag
二区 / Q1 Revolutionizing Network Autonomy with Intent-Based Network Digital Twins: Architecture, Challenges, and InnovationsIEEE Communications Magazine, Mar 2025Accepted. - TVT
二区 / Q1 Edge-Driven Industrial Computing Power Networks: Digital Twin-Empowered Service Provisioning by Hybrid Soft Actor-CriticIEEE Transactions on Vehicular Technology, Jan 2025Online January 2025 - TSC
二区 / Q1 / CCF A LogNotion: Highlighting Massive Logs to Assist Human Reading and Decision MakingIEEE Transactions on Services Computing, Jan 2025Online January 2025 - TSE
一区 / Q1 / CCF A Anomaly Detection on Interleaved Log Data with Semantic Association Mining on Log-Entity GraphIEEE Transactions on Software Engineering, Jan 2025Online January 2025 - ToN
二区 / Q1 / CCF A Fast and Scalable Data Plane Verification for Burst Updates with Edge-PredicateIEEE/ACM Transactions on Networking, Jan 2025Online Jan. 28, 2025.
2024
Conference Articles
- ICDM
CORE A* / CCF B Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly DetectionIn IEEE International Conference on Data Mining (ICDM’24), Dec 2024 - NeurIPS
CORE A* / CCF A Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion PerspectiveIn 2024 Conference on Neural Information Processing Systems (NeurIPS’24), Dec 2024 - MobiCom
CORE A* / CCF A QUIC-Enabled Framework for Alleviating Transient Congestion in Time-Critical IoTIn The 30th Annual International Conference on Mobile Computing and Networking (MobiCom’24), Nov 2024 - ACM MM
CORE A* / CCF A Video Anomaly Detection via Progressive Learning of Multiple Proxy TasksIn ACM Multimedia 2024, Oct 2024 - ACM MM
CORE A* / CCF A STAR-VP: Improving Long-term Viewport Prediction in 360\textdegree Videos via Space-aligned and Time-varying FusionIn ACM Multimedia 2024, Oct 2024 - ICNP
CORE B / CCF B Following the Compass: LLM-Empowered Intent Translation with Manual GuidanceIn The 32nd IEEE International Conference on Network Protocols (ICNP’24), Oct 2024 - ECCV
CORE A* / CCF B Coarse-to-Fine Implicit Representation Learning for 3D Hand-Object Reconstruction from a Single RGB-D ImageIn European Conference on Computer Vision (ECCV’24), Sep 2024 - EuroPar
CORE B / CCF B FLUK: Protecting Federated Learning against Malicious Clients for Internet of VehiclesIn 30th International European Conference on Parallel and Distributed Computing (EuroPar’24), Aug 2024 - IJCAI
CORE A* / CCF A Safeguarding Sustainable Cities: Unsupervised Video Anomaly Detection through Diffusion-based Latent Pattern LearningIn IJCAI - AI for Social Good, Aug 2024 - SIGCOMM WKSHPAccelerating ACL Configuration Update through Data Plane AnalysisIn Proceedings of the 2024 SIGCOMM Workshop on Formal Methods Aided Network Operation, Aug 2024
- CVPR
CORE A* / CCF A Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation LearningIn IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR’24), Jun 2024 - NAACL
CORE A / CCF B HPipe: Large Language Model Pipeline Parallelism for Long Context on Heterogeneous Cost-effective DevicesIn 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL’24), Jun 2024 - IWQoS
CORE B / CCF B Beyond Throughput-Optimal: Second-Order Smooth Backpressure Algorithm for Reducing Jitter and DelayIn IEEE/ACM 32nd International Symposium on Quality of Service (IWQoS’24), Jun 2024 - IPDPS
CORE A / CCF B Fast Policy Convergence for Traffic Engineering with Proactive Distributed Message-PassingIn 38th IEEE International Parallel & Distributed Processing Symposium (IPDPS’24), May 2024 - ICLR
CORE A* Pre-Tokenization of Numbers for Large Language ModelsIn The 12th International Conference on Learning Representations - Tiny Papers Track (ICLR’24-Tiny), May 2024 - INFOCOM
CORE A* / CCF A Efficient Throughput and Loop-Free Routing: An Adaptive Second-Order Backpressure AlgorithmIn IEEE INFOCOM 2024 Poster, May 2024 - LREC-COLING
CORE B / CCF B Distantly Supervised Contrastive Learning for Low-Resource Scripting Language SummarizationIn The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING’24), May 2024 - NSDI
CCF A EPVerifier: Accelerating Update Storms Verification with Edge-PredicateIn The 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI’24), Apr 2024 - WCNC
CORE B / CCF C UAV Trajectory Tracking via RNN-enhanced IMM-KF with ADS-B DataIn IEEE Wireless Communications and Networking Conference (WCNC’24), Apr 2024 - ASPLOS
CORE A* / CCF A NetRen: Service Migration-Driven Network Renascence with Synthesizing Updated ConfigurationIn International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS’24), Apr 2024 - AAAI
CORE A* / CCF A Keypoint Fusion for RGB-D Based 3D Hand Pose EstimationIn The 38th Annual AAAI Conference on Artificial Intelligence (AAAI’24), Feb 2024
Journal Articles
- JIoT
一区 / Q1 TacNet: A Tactic-Interactive Resource Allocation Method for Vehicular NetworksIEEE Internet of Things Journal, Dec 2024Online December 2023 - TSC
二区 / Q1 / CCF A Cognition Guided Video Anomaly Detection Framework for Surveillance ServicesIEEE Transactions on Services Computing, Oct 2024 - TSC
二区 / Q1 / CCF A Diner: Interpretable Anomaly Detection for Seasonal Time Series in Web ServicesIEEE Transactions on Services Computing, Oct 2024 - ToN
二区 / Q1 / CCF A - TMC
二区 / Q1 / CCF A Slice Sandwich: Jagged Slicing Multi-tier Dynamic Resources for Diversified V2X ServicesIEEE Transactions on Mobile Computing, May 2024 - TETC
二区 / Q1 DECC: Delay-Aware Edge-Cloud Collaboration for Accelerating DNN InferenceIEEE Transactions on Emerging Topics in Computing, May 2024Accepted. - ToN
二区 / Q1 / CCF A Fast and Scalable ACL Policy Solving under Complex Constraints with Graph Neural NetworksIEEE/ACM Transactions on Networking, May 2024 - 中国科学
CIC T1 / CCF T1 6G intelligent service networking: Vision, architecture, and key technologiesSCIENTIA SINICA Informationis, Apr 2024
2023
Books
- Deep Reinforcement Learning for Network IntelligenceAug 2023
Conference Articles
- NeurIPS
CORE A* / CCF A Drift doesn’t Matter: Dynamic Decomposition with Diffusion Reconstruction for Unstable Multivariate Time Series Anomaly DetectionIn Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS’23), Dec 2023 - ICNP
CORE A / CCF B Solving Distributed ACL Policies under Complex Constraints with Graph Neural NetworksIn The 31st IEEE International Conference on Network Protocols (ICNP’23), Oct 2023. - SIGCOMM P&D
CORE A / CCF A Poster: PipeLLM: Pipeline LLM Inference on Heterogeneous Devices with Sequence SlicingIn SIGCOMM’23 Posters and Demos, Sep 2023 - IJCAI
CORE A* / CCF A Not Only Pairwise Relationships: Fine-Grained Relational Modeling for Multivariate Time Series ForecastingIn The 32nd International Joint Conference on Artificial Intelligence (IJCAI’23), Aug 2023 - Internetware
CCF C Fine-Grained Flow Control Agent on Path MTU for IoT SoftwareIn Asia-Pacific Symposium on Internetware, Aug 2023 - ICDCS
CORE A / CCF B CONFPILOT: A Pilot for Faster Configuration by Learning from Device ManualsIn 43rd IEEE International Conference on Distributed Computing Systems (ICDCS’23), Jul 2023 - ICASSP
CORE B / CCF B Robust Video Anomaly Detection Framework via Prior Knowledge and Multi-Path Frame PredictionIn 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP’23), Jun 2023 - DSN
CORE A / CCF B HIRN: A Hierarchical Intent Refinement Approach for Dependable Network Slicing with Multi-path Resource AllocationIn The 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN’23), Jun 2023 - ICC
CORE B / CCF C Deep Reinforcement Learning Based Fast Anomaly Detection and Localization for Programmable NetworksIn 2023 IEEE International Conference on Communications (ICC’23), May 2023
Journal Articles
- ComMag
一区 / Q1 Toward High-Powered Connected Autonomous Vehicles: A Cooperative Solution via Transient Edge Intelligence ProvisionIEEE Communications Magazine, Dec 2023 - JCIN
CIC-T1 Network Meets ChatGPT: Intent Autonomous Management, Control and OperationJournal of Communications and Information Networks, Sep 2023 - ToN
二区 / Q1 / CCF A Standing on the Shoulders of Giants: Cross-Slice Federated Meta Learning for Resource Orchestration to Cold-Start SliceIEEE/ACM Transactions on Networking, Apr 2023Online August 2022 - TVT
二区 / Q1 Q-Learning Aided Intelligent Routing With Maximum Utility in Cognitive UAV Swarm for Emergency CommunicationsIEEE Transactions on Vehicular Technology, Mar 2023
2022
Conference Articles
- UIC
CORE B / CCF C Digital Twins-Based Multi-Agent Deep Reinforcement Learning for UAV-Assisted Vehicle Edge ComputingIn The 2022 IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’22), Dec 2022 - ICMR
CORE B / CCF B FedNKD: A Dependable Federated Learning Using Fine-tuned Random Noise and Knowledge DistillationIn 2022 ACM International Conference on Multimedia Retrieval (ICMR’22), Jun 2022
Journal Articles
- TCCN
二区 / Q1 Intelligent Joint Network Slicing and Routing via GCN-powered Multi-Task Deep Reinforcement LearningIEEE Transactions on Cognitive Communications and Networking, Jun 2022Online Dec. 2021.
2021
Conference Articles
- DSCResNet Approach for Coding Unit Fast Splitting Decision of HEVC Intra CodingIn 2021 IEEE Sixth International Conference on Data Science in Cyberspace (DSC), Oct 2021
Journal Articles
- 电信科学
CSTPCD / CIC T1 - TNSM
二区 / Q1 Generative Adversarial Network-based Transfer Reinforcement Learning for Routing with Prior KnowledgeIEEE Transactions on Network and Service Management, May 2021Online May. 2021 - JIoT
一区 / Q1 Adaptive and Robust Routing with Lyapunov-Based Deep RL in MEC Networks Enabled by BlockchainsIEEE Internet of Things Journal, Feb 2021Online Oct. 2020 - JSTSP
一区 / Q1 Tensor-Based Reinforcement Learning for Network RoutingIEEE Journal of Selected Topics in Signal Processing, Feb 2021Online Feb. 2021. - JIoT
一区 / Q1 Mean Field Deep Reinforcement Learning for Fair and Efficient UAV ControlIEEE Internet of Things Journal, Jan 2021Online July 2020
2020
Theses
- A Research on Key Technologies of Network Routing in Knowledge Defined NetworkingBeijing University of Posts and Telecommunications, Nov 2020
Conference Articles
- ICPP
CORE A / CCF B DeepHop on Edge: Hop-by-hop Routing by Distributed Learning with Semantic AttentionIn International Conference on Parallel Processing (ICPP’20), Aug 2020 - IWQoS
CORE B / CCF B Adaptive and Robust Network Routing Based on Deep Reinforcement Learning with Lyapunov OptimizationIn IEEE/ACM International Symposium on Quality of Service (IWQoS’20), Jun 2020 - WCNC
CORE B / CCF C Multi-Agent Deep Reinforcement Learning for Secure UAV CommunicationsIn IEEE Wireless Communications and Networking Conference (WCNC’20), May 2020
Journal Articles
- TVT
二区 / Q1 Scalable Parallel Task Scheduling for Autonomous Driving Using Multi-Task Deep Reinforcement LearningIEEE Transactions on Vehicular Technology, Nov 2020Online Oct. 2020 - ISJ
一区 / Q1 Toward Greater Intelligence in Route Planning: A Graph-Aware Deep Learning ApproachIEEE Systems Journal, Jun 2020Online June 2019
2019
Books
- Smart Service Cloud Networks (Edition 2)Sep 2019
Journal Articles
- ASC
一区 / Q1 Deep reinforcement learning-based cooperative interactions among heterogeneous vehicular networksApplied Soft Computing, Sep 2019Online June 2019
2018
Conference Articles
- IPCCC
CORE B / CCF C A Case-Based Decision System for Routing in Packet-Switched NetworksIn IEEE International Performance Computing and Communications Conference (IPCCC’18), Nov 2018 - LCN
CORE A / CCF C Common Knowledge Based Transfer Learning for Traffic ClassificationIn IEEE Conference on Local Computer Networks (LCN’18), Oct 2018 - LCN
CORE A / CCF C Graph-Aware Deep Learning Based Intelligent Routing StrategyIn IEEE Conference on Local Computer Networks (LCN’18), Oct 2018
2017
Books
- Smart Service Cloud NetworksJul 2017
2015
Journal Articles
- 电信科学
CSTPCD / CIC T1 Tenant-oriented customized vm networking technologyTelecommunications Science, Oct 2015Online July 2017